Retrieval-Augmented Generation (RAG)

tool large algorithm text generieren output entwicklung quality analyse methods tokenization deutschland models informationen engineering llm development study benchmark learning cases deep digital content optimierung machine training intelligenz generation augmented security creating technology asset vergleich system prozent method künstliche performance model tuning fine-tuning erzeugen rag prozess daten specific improve llms input zero-shot umfasst modelle retrieval platform contact work optimieren modells tools zeigt hyperparameter improved language project datasets situation analysis layers process powerful fähigkeit modell data code entwicklungen lage systems ergebnisse technik leistung dataset optimization times applications people ki-modelle results algorithmen user learn knowledge genauigkeit methode key point information based selection